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Virtual Staining

Virtual staining uses computational techniques to simulate traditional staining (like H&E) on histopathology images, enhancing tissue features digitally without physical dyes. It offers faster, cost-effective, and non-invasive analysis for pathology.

Papers

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Showing 11–20 of 42 papers

TitleStatusHype
A robust and scalable framework for hallucination detection in virtual tissue staining and digital pathology—0
Diffusion-based Virtual Staining from Polarimetric Mueller Matrix Imaging—0
Digital synthesis of histological stains using micro-structured and multiplexed virtual staining of label-free tissue—0
GANs vs. Diffusion Models for virtual staining with the HER2match dataset—0
ACROBAT -- a multi-stain breast cancer histological whole-slide-image data set from routine diagnostics for computational pathology—0
Deep Learning-enabled Virtual Histological Staining of Biological Samples—0
Deep learning-based virtual histology staining using auto-fluorescence of label-free tissue—0
Automated Whole Slide Imaging for Label-Free Histology using Photon Absorption Remote Sensing Microscopy—0
HistoStarGAN: A Unified Approach to Stain Normalisation, Stain Transfer and Stain Invariant Segmentation in Renal Histopathology—0
Histology Virtual Staining with Mask-Guided Adversarial Transfer Learning for Tertiary Lymphoid Structure Detection—0
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